Machine-Learning

Introduction to Python and Tools

Python - Introduction - M1

Data Types and Data Structures

Variables

Operators

String - A Sequence Data Structure

List - A Sequence Data Structure

Tuple - A Sequence Data Structure

Hands-On - String , List, Tuple

Hands-On - String Methods

Hands-On - List Methods

Hands-On - Tuple Methods

Set - A Non Sequence Data Structure

Hands-On - Set Methods

Dictionary - A Non Sequence Data Structure

Hands-On - Dictionary Methods

Python - Data Types and Data Structures - M2

Introduction to Program Flow

Conditional Statement

Indentation in Conditional Statements

Using if, elif, else and nested conditions

Logical Evaluations

Float Comparisons

How Loop works

While Loop

While Loop Use-case

For Loop and Range Function

For Loop usecase.

Range Function Examples

Continue and Break

Caution About Continue

For Loop vs While Loop

Nested Loops

Python - Program Flow and Control Statements - M3

Introduction to OOPS

Ways Of Programming in Python

Hands-On - Class and Objects

Python - OOPS - M8

Matplotlib - Plots

Matplotlib - M7

Pandas Fundamentals

Pandas Slicing

Pandas Problem Solving using Series Operations

Pandas Indexing Methods - direct, loc , iloc

Pandas Data Filtering Techniques

Pandas df to csv - Read and Write Operations

Pandas Data Merging - join, concat, merge

Pandas & Numpy - M7

Learn Python Programming and ML Algorithms.<ul><li>Python</li><li>ML Algorithms</li></ul>

Python Programming  & ML Algos - Foundation


Python with Machine Learning Foundation

Dashboard

Profile

Memberships

Courses

Bundle Courses

Communities

Groups

Digital Products

Physical Products

Live Products

Video Library

Audio Library

Events

Appointments

Premium Pages

Certificates

Badges

Order History

Organization Orders

Subscription

Affiliate Dashboard

Settings

Billing

iTensor

Primary Menu

Cookies

System Defaults

Primary color

Primary color hover

Heading text color

Body text color

Banner text color

Primary button text color

Primary button text hover color

Secondary button background color

Secondary button background hover color

Secondary button text color

Secondary button text hover color

Navbar item background color

Navbar item text color

Navbar item text hover color

Python with Machine Learning Foundation

Shubham Kashyap

Course content

Course Description